AI Safety x Physics Grand Challenge

[varchan...@gmail.com]

Hi everyone,

The AI Safety x Physics Grand Challenge begins tomorrow (July 25-27), and we have a few remaining spots for both remote and in-person participation.

The Challenge

Apply rigorous physics methodologies to critical AI safety problems:

• Neural network scaling laws and phase transitions
• Statistical mechanics of AI behavior prediction
• Renormalization group approaches to interpretability
• Uncertainty quantification for rare failure modes

What's Provided

• $400 compute credits per team (Lambda Labs)
• OpenAI API access for LLM experiments
• Expert mentors: SLT researchers, scaling law specialists, interpretability experts
• Two tracks: Project implementation + Research exploration

Participation Options

Remote: Full access to the global research community and resources

In-Person Hubs:

• Singapore: 22 Cross St (Singapore AI Safety Hub)
• Cape Town: Innovation City (AI Safety South Africa)
• Toronto: 30 Adelaide St E (Trajectory Labs)

Target Participants

Physicists, AI researchers, and anyone with quantitative background interested in technical AI safety. No prior AI safety experience required.

Register: https://apartresearch.com/sprints/ai-safety-x-physics-grand-challenge-2025-07-25-to-2025-07-27

Questions: spr...@apartresearch.com

Physics has provided us with the mathematical tools to understand complex systems. Now we apply them to ensuring AI remains beneficial as it scales.

Best regards,